Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance Learning

31 December 2024

Papers citing "Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance Learning"

5 / 5 papers shown

Title
The Causal Chambers: Real Physical Systems as a Testbed for AI Methodology Juan L. Gamella Jonas Peters Peter Buhlmann 59 8 0 17 Apr 2024
Environment Invariant Linear Least Squares Jianqing Fan Cong Fang Yihong Gu Tong Zhang OOD 51 11 0 06 Mar 2023
Optimization-based Causal Estimation from Heterogenous Environments Mingzhang Yin Yixin Wang David M. Blei OOD 69 17 0 24 Sep 2021
Does Invariant Risk Minimization Capture Invariance? Pritish Kamath Akilesh Tangella Danica J. Sutherland Nathan Srebro OOD 185 125 0 04 Jan 2021
High-dimensional generalized linear models and the lasso Sara van de Geer 174 748 0 04 Apr 2008